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Distributed control in adaptive optics Deformable mirror and turbulence modeling

机译:自适应光学中的分布式控制可变形反射镜和湍流建模

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Future large optical telescopes require adaptive optics (AO) systems whose deformable mirrors (DM) have ever more degrees of freedom. This paper describes advances that are made in a project aimed to design a new AO system that is extendible to meet tomorrow's specifications. Advances on the mechanical design are reported in a companion paper [6272-75], whereas this paper discusses the controller design aspects. The numerical complexity of controller designs often used for AO scales with the fourth power in the diameter of the telescope's primary mirror. For future large telescopes this will undoubtedly become a critical aspect. This paper demonstrates the feasibility of solving this issue with a distributed controller design. A distributed framework will be introduced in which each actuator has a separate processor that can communicate with a few direct neighbors. First, the DM will be modeled and shown to be compatible with the framework. Then, adaptive turbulence models that fit the framework will be shown to adequately capture the spatio-temporal behavior of the atmospheric disturbance, constituting a first step towards a distributed optimal control. Finally, the wave-front reconstruction step is fitted into the distributed framework such that the computational complexity for each processor increases only linearly with the telescope diameter.
机译:未来的大型光学望远镜需要自适应光学(AO)系统,其变形镜(DM)具有更大的自由度。本文描述了旨在设计可扩展以满足未来规格的新AO系统的项目中的进展。伴随论文[6272-75]报告了机械设计的进展,而本文讨论了控制器的设计方面。经常用于AO标度的控制器设计的数值复杂度是望远镜主镜直径的四分之一。对于未来的大型望远镜来说,这无疑将成为关键。本文演示了使用分布式控制器设计解决此问题的可行性。将介绍一个分布式框架,其中每个执行器都有一个可以与几个直接邻居通信的单独处理器。首先,将对DM进行建模并显示为与框架兼容。然后,将显示适合该框架的自适应湍流模型,以充分捕获大气扰动的时空行为,构成迈向分布式最优控制的第一步。最后,将波前重建步骤装配到分布式框架中,以使每个处理器的计算复杂度仅随望远镜直径线性增加。

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